Apr 25, 2024  
2021-2022 University Catalog 
    
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2021-2022 University Catalog [ARCHIVED CATALOG]

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ECON 46300 - Advanced Data Analysis And Machine Learning

Credit Hours: 3.00.  This is an advanced applied econometrics course that introduces students to a variety of techniques and methods for the empirical study of economic data. This course focuses on the practical aspects of economic data analysis, including data organization (such as merging and appending datasets) and the implementation of econometric models. This course will cover multivariate linear regression, non-linear least squares, models for binary and categorical outcomes, model selection using machine learning, and panel data models. As part of the course, students will learn to conduct empirical analysis of economic data using Stata, a statistical software package.Credits: 3.00


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